- Formal Training or certification on Machine Learning concepts and 5+ years applied experience with key emphasis on IaC such as Terraform.
- Robust expertise in deploying and managing machine learning models in production environments
- Advanced Python Programming Skills including Pandas, Numpy and Scikit- Learn
- Proficiency in building and maintaining CI/CD pipelines for machine learning workflows.
- Proficient in all aspects of the Software Development Life Cycle
- Advanced understanding of agile methodologies such as CI/CD, Application Resiliency, and Security
- Demonstrated proficiency in software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.)
- Expertise in cloud platforms (e.g., AWS, Google Cloud, Azure)



and containerization technologies (e.g., Docker, Kubernetes). AWS Proficiency:In-depth knowledge of AWS services, particularlySageMaker,S3,ECS,EKS,Lambda andCloudWatchfor machine learning model hosting and monitoring.
- Experience in Databricks as a datalake and intelligence tool
- Familiarity with monitoring and logging tools (e.g., Prometheus, Grafana, ELK Stack).
- Excellent problem-solving skills and attention to detail and Strong communication skills to collaborate effectively with cross-functional teams.
- Hands-on practical experience delivering system design, application development, testing, and operational stability

📌 MLOPS (Hyderabad)
🏢 Zenith Consultants Software
📍 Hyderabad